Shape-aware stochastic neighbor embedding for robust data visualisations

BACKGROUND: The t-distributed Stochastic Neighbor Embedding (t-SNE) algorithm has emerged as one of the leading methods for visualising high-dimensional (HD) data in a wide variety of fields, especially for revealing cluster structure in HD single-cell transcriptomics data. However, t-SNE often fail...

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Detalles Bibliográficos
Autores principales: Wängberg, Tobias, Tyrcha, Joanna, Li, Chun-Biu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9660178/
https://www.ncbi.nlm.nih.gov/pubmed/36376789
http://dx.doi.org/10.1186/s12859-022-05028-8

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9660178/
https://www.ncbi.nlm.nih.gov/pubmed/36376789
http://dx.doi.org/10.1186/s12859-022-05028-8

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